Sandhya Tripathi

17 papers A* 1Misc 1Journal 11Unranked 4
YearRankTypeTitle / Venue / Authors
2024 — conf
Contrastive learning: Big Data Foundations and Applications.
COMAD/CODS
Sandhya Tripathi, Christopher Ryan King
2024 J jnl
Multi-view representation learning for tabular data integration using inter-feature relationships.
J. Biomed. Informatics
Sandhya Tripathi, Bradley A. Fritz, Mohamed Abdelhack, Michael S. Avidan, Yixin Chen, Christopher Ryan King
2023 J jnl
A Modulation Layer to Increase Neural Network Robustness Against Data Quality Issues.
Trans. Mach. Learn. Res.
Mohamed Abdelhack, Jiaming Zhang, Sandhya Tripathi, Bradley A. Fritz, Daniel Felsky, Michael Avidan, Yi-Xin Chen, Christopher Ryan King
2022 J jnl
Algorithmic Bias in Machine Learning Based Delirium Prediction.
CoRR
Sandhya Tripathi, Bradley A. Fritz, Michael S. Avidan, Yixin Chen, Christopher Ryan King
2022 J jnl
Deep Learning to Jointly Schema Match, Impute, and Transform Databases.
CoRR
Sandhya Tripathi, Bradley A. Fritz, Mohamed Abdelhack, Michael S. Avidan, Yixin Chen, Christopher Ryan King
2021 J jnl
A Modulation Layer to Increase Neural Network Robustness Against Data Quality Issues.
CoRR
Mohamed Abdelhack, Jiaming Zhang, Sandhya Tripathi, Bradley A. Fritz, Michael Avidan, Yixin Chen, Christopher Ryan King
2020 J jnl
(Un)fairness in Post-operative Complication Prediction Models.
CoRR
Sandhya Tripathi, Bradley A. Fritz, Mohamed Abdelhack, Michael S. Avidan, Yixin Chen, Christopher Ryan King
2020 A* conf
Attribute Noise Robust Binary Classification (Student Abstract).
AAAI
Aditya Petety, Sandhya Tripathi, N. Hemachandra
2020 J jnl
Equilibrium points and equilibrium sets of some itGI/M/1 queues.
Queueing Syst. Theory Appl.
N. Hemachandra, Kishor Patil, Sandhya Tripathi
2020 J jnl
GANs for learning from very high class conditional noisy labels.
CoRR
Sandhya Tripathi, N. Hemachandra
2020 — conf
Interpretable feature subset selection: A Shapley value based approach.
IEEE BigData
Sandhya Tripathi, N. Hemachandra, Prashant Trivedi
2020 J jnl
On Feature Interactions Identified by Shapley Values of Binary Classification Games.
CoRR
Sandhya Tripathi, N. Hemachandra, Prashant Trivedi
2020 Misc conf
Postoperative Mortality Prediction with and Without the Use of Intraoperative Features.
AMIA
Mohamed Abdelhack, Christopher Ryan King, Bradley A. Fritz, Sandhya Tripathi, Yixin Chen, Michael Avidan
2019 J jnl
Attribute noise robust binary classification.
CoRR
Aditya Petety, Sandhya Tripathi, N. Hemachandra
2019 — conf
Cost Sensitive Learning in the Presence of Symmetric Label Noise.
PAKDD (1)
Sandhya Tripathi, Nandyala Hemachandra
2019 J jnl
Cost Sensitive Learning in the Presence of Symmetric Label Noise.
CoRR
Sandhya Tripathi, Nandyala Hemachandra
2018 — conf
Scalable linear classifiers based on exponential loss function.
COMAD/CODS
Sandhya Tripathi, N. Hemachandra